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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os07g0152200

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Protein kinase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 4.57 (0.0336) R2 : 0.693
β1 : 0.673 (0.127) R2dD : 0.0238 R2D : 0.0572
β2 : 1.79 (0.0845) R2dC : 0.306 R2C : 0.394
β3 : 1.54 (0.0952) R2dE : 0.191 R2E : 0.319
β4 : 2.42 (0.345) R2dD*C : 0.0342 R2D*C : 0.0429
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.17 (0.0718) R2dN8 : 0.00509 R2N8 : 0.0103
σ : 0.628
deviance : 182.07
__
_____
C
peak time of C : 2.93
E
wheather : temperature
threshold : 27.5
memory length : 1264
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
180.42 0.631 4.65 -0.0289 1.78 1.9 2.54 -3.5 -0.259 2.97 27.73 1257 -- --
182.07 0.628 4.57 0.673 1.79 1.54 2.42 -- -0.17 2.93 27.5 1264 -- --
201.62 0.661 4.65 -0.00354 1.79 1.91 -- -3.1 -0.252 3.07 27.8 1244 -- --
202.01 0.662 4.57 0.655 1.77 1.6 -- -- -0.188 3.07 27.4 1244 -- --
370.94 0.897 4.7 -0.00408 -- 2.43 -- -2.21 -0.551 -- 25.3 1173 -- --
283.9 0.79 4.58 1.2 2 -- 2.85 -- -0.208 2.77 -- -- -- --
312 0.827 4.59 1.13 2.02 -- -- -- -0.226 2.84 -- -- -- --
369.9 0.896 4.62 0.539 -- 2.19 -- -- -0.387 -- 25.3 1178 -- --
212.32 0.679 4.6 -- 1.76 1.74 -- -- -0.31 3.09 26.85 1245 -- --
546.87 1.09 4.58 1.21 -- -- -- -- -0.174 -- -- -- -- --
345.48 0.869 4.61 -- 2.04 -- -- -- -0.351 2.85 -- -- -- --
376.99 0.904 4.64 -- -- 2.32 -- -- -0.475 -- 25.13 1178 -- --
585.69 1.13 4.61 -- -- -- -- -- -0.309 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 173.14 temperature 30 720 > th dose dependent rect. 18 1
30 175.28 humidity 50 1440 < th dose independent rect. 16 1
31 175.62 humidity 50 1440 < th dose dependent rect. 16 1
33 179.67 humidity 70 720 < th dose independent rect. 19 12
34 180.03 humidity 70 720 < th dose independent rect. 19 1
45 181.23 humidity 70 720 < th dose dependent rect. 18 13
46 181.28 humidity 70 720 < th dose dependent rect. 18 2
58 181.41 temperature 30 720 > th dose independent rect. 18 1
96 182.09 humidity 50 1440 > th dose independent rect. 16 1
98 182.61 humidity 70 720 > th dose independent rect. 19 8
99 182.87 temperature 30 1440 > th dose dependent sin 13 NA
101 183.09 radiation 40 1440 > th dose dependent rect. 13 1
102 183.13 temperature 30 1440 > th dose dependent rect. 15 4
248 186.28 temperature 30 1440 < th dose independent rect. 17 11
250 186.31 wind 3 10 < th dose dependent rect. 3 3
254 186.37 temperature 30 1440 < th dose independent rect. 17 8
272 186.51 wind 3 90 < th dose dependent rect. 3 2
289 186.62 temperature 30 1440 < th dose independent rect. 17 4
313 186.88 temperature 30 1440 < th dose independent rect. 17 15
340 187.27 temperature 30 1440 > th dose independent sin 13 NA
342 187.28 temperature 30 1440 < th dose independent sin 12 NA
388 187.59 temperature 30 1440 > th dose dependent no NA NA
487 187.67 radiation 40 1440 > th dose dependent sin 13 NA
630 189.28 humidity 50 1440 > th dose independent rect. 16 12
651 189.53 humidity 50 1440 > th dose independent rect. 16 9
660 189.59 humidity 50 1440 > th dose independent rect. 16 4
712 189.75 humidity 50 1440 > th dose independent rect. 16 17
725 190.02 temperature 30 1440 < th dose independent rect. 17 21
743 190.14 temperature 30 1440 > th dose independent rect. 17 21
751 190.19 humidity 70 1440 > th dose independent rect. 19 6
798 190.79 humidity 70 1440 > th dose independent rect. 19 2
806 190.90 temperature 30 1440 > th dose independent rect. 13 6
861 191.26 temperature 30 1440 < th dose independent rect. 13 15
862 191.28 temperature 30 1440 < th dose independent rect. 13 12
869 191.39 temperature 30 1440 < th dose independent rect. 13 8
875 191.42 temperature 30 1440 < th dose independent rect. 13 6
879 191.44 temperature 30 1440 < th dose independent rect. 13 19
903 191.60 temperature 30 1440 < th dose independent rect. 9 19
916 191.61 temperature 30 1440 < th dose independent rect. 9 16
919 191.64 temperature 30 1440 > th dose independent rect. 9 10
934 191.68 temperature 30 1440 < th dose independent rect. 9 12
938 191.70 temperature 30 1440 < th dose independent rect. 9 10
941 191.70 temperature 30 1440 < th dose independent rect. 9 23
962 191.78 radiation 30 1440 > th dose independent rect. 7 1